近60年来中国主要流域极端降水演变特征

在全球增暖背景下,中国极端降水事件及洪涝、干旱等次生灾害近年来频发,严重影响生态系统、人民的生产生活和社会经济发展。本文基于气候变化检测和指数专家组（ETCCDI）定义的10个降水指数,利用中国台站日降水资料,系统分析了1961～2017年中国及九大流域片降水变化情况,并利用空间场显著性检验考察不同降水指数的显著变化是否与外强迫作用有关。结果表明,各降水指数的变化具有区域性特征。整体而言,全国范围内平均降水、降水强度、极端强降水和连续性强降水呈增强趋势的台站数多于呈减弱趋势的台站数,呈显著增强趋势的台站占比不可能仅由气候系统内部变率引起,还受到外强迫的影响。此外,中国大部分站点连续干旱日数（CDD）减少,观测中CDD呈显著减弱趋势的台站占比也与外强迫作用有关。九大流域片中,内陆河片能够观测到平均降水、降水强度、极端强降水和连续性强降水的增多以及连续干旱日数的减少,有洪涝灾害增多的风险,且上述变化可归因为外强迫的作用。长江流域片、东南诸河片和珠海流域片平均降水、极端强降水和连续性强降水均增强,其中强降水的变化与外强迫作用有关。西南诸河片极端强降水增强,但大部分站点CDD呈增加趋势,有干旱增加的风险。黄河流域片、海河流域片、淮河流域片及松辽河流域片的大部分站点及区域平均结果中,降水指数多无显著变化趋势。增暖背景下,不同流域片呈现出不同的降水变化特征,将面临不同的气候灾害风险。     

Precipitation extremes in the Yangtze River Basin,China: regional frequency and spatial–temporal patterns

Regional frequency analysis and spatial–temporal patterns of precipitation extremes are investigated based on daily precipitation data covering 1960–2009 using the index-flood L-moments method together with some advanced statistical tests and spatial analysis techniques. The results indicate that: (1) the entire Yangtze River basin can be divided into six homogeneous regions in terms of extreme daily precipitation index. Goodness-of-fit test indicates that Pearson type III (PE3, three parameters), general extreme-value (GEV, three parameters), and general normal (GNO, three parameters) perform well in fitting regional precipitation extremes; (2) the regional growth curves for each homogeneous region with 99 % error bands show that the quantile estimates are reliable enough and can be used when return periods are less than 100 years, and the results indicate that extreme precipitation events are highly probable to occur in regions V and VI, and hence higher risk of floods and droughts; and (3) spatial patterns of annual extreme daily precipitation with return period of 20 years indicate that precipitation amount increases gradually from the upper to the lower Yangtze River basin, showing higher risks of floods and droughts in the middle and lower Yangtze River basin, and this result is in good agreement with those derived from regional growth curves.     

Quantile regression and clustering analysis of standardized precipitation index in the Tarim River Basin,Xinjiang, China

Because drought is a very common and widespread natural disaster, it has attracted a great deal of academic interest. Based on 12-month time scale standardized precipitation indices (SPI12) calculated from precipitation data recorded between 1960 and 2015 at 22 weather stations in the Tarim River Basin (TRB), this study aims to identify the trends of SPI and drought duration, severity, and frequency at various quantiles and to perform cluster analysis of drought events in the TRB. The results indicated that (1) both precipitation and temperature at most stations in the TRB exhibited significant positive trends during 1960–2015; (2) multiple scales of SPIs changed significantly around 1986; (3) based on quantile regression analysis of temporal drought changes, the positive SPI slopes indicated less severe and less frequent droughts at lower quantiles, but clear variation was detected in the drought frequency; and (4) significantly different trends were found in drought frequency probably between severe droughts and drought frequency.     

长江流域及三峡库区近542年旱涝演变特征

选取长江流域沿线及三峡库区12个代表站,根据中国500年旱涝图集等级和各站建站以来5—9月降水量资料,按照旱涝等级标准,分别得到长江全流域、上游流域、中游流域、下游流域及其三峡库区1470—2011年旱涝等级序列。结果表明:长江各流域及其三峡库区均呈现较为明显的旱涝交替阶段,20世纪偏旱频率强烈增加,19世纪和20世纪偏涝频率明显增加。长江流域和三峡库区偏旱以上等级具有准160年周期震荡,全流域偏涝以上存在准140年的周期震荡,但20世纪后有所减弱,三峡库区偏涝以上等级存在准百年的周期震荡。三峡建坝蓄水前后库区降水EOF时空分布呈一致减少趋势,与此同时长江上游降水呈下降趋势,反映了长江上游流域及三峡库区气候趋旱;M-K突变检验显示水库蓄水前后流域上游和库区降水均未发生显著变化。在全球气候变化的背景下,三峡库区旱涝演变并不是孤立事件,而是与长江上游乃至整个长江流域旱涝背景密不可分。     

THE CHARACTERISTICS OF SPATIAL DISTRIBUTION AND TYPES OF APRIL-SEPTEMBER RAINFALL IN THE PEARL RIVER BASIN

With rainfall data of 51 stations in April-September in the Pearl River basin during 1954-2003, we have applied the Principal Component Analysis method to research the spatial distribution characteristics of April-September rainfall. The results reveal the following. In the Pearl River basin, there is different precipitation varying from 600 mm to 1900 mm in April-September and precipitation decreases gradually from southeast to northwest. The standard deviation distribution decreases gradually from east to west on the whole. The rainfall distribution of the Pearl River basin has five main types Type Ⅰthere is flood (drought) in the whole region, Type Ⅱ there is flood (drought) in the north and drought (flood) in the south, Type Ⅲ there is flood (drought) in the east and drought (flood) in the west, Type Ⅳ there id flood (drought) in the central part and drought (flood) in the east and west, and Type Ⅴ there is flood (drought) in center and drought (flood) in north and south. The types of the flood (drought) in the whole region and flood (drought) in the north and drought (flood) in the south appear much more than the others,being 64% of the total. From the 10-year moving average, it is seen that rainfall between April and September in the Pearl River basin region is mainly dry in 1983-1992, and mainly dry in the east and wet in the west in 1967-1971 and wet in the east and dry in the west in 1979.     

基于SPEI的1960—2018年赣江流域干旱特征

基于赣江流域39个气象站点逐月降水和气温数据,计算不同时间尺度标准化降水蒸散发指数(SPEI),采用Mann-Kendall突变检验、主成分分析(PCA)等方法,分析了赣江流域1960—2018年干旱时空变化特征.研究表明:不同时间尺度SPEI均有微弱升高的趋势,干旱形势有所缓解,SPEI能够较好地表征赣江流域旱涝情况.赣江流域中部的轻旱和特旱发生频率要高于其他地区,中旱主要高发地区主要分布在南部和西部区域,重旱主要集中在东部和北部.赣江流域干旱的空间分布具有较好的一致性,旱涝变化整体保持一致,南部与北部旱涝状态存在相反的纵向差异,且中部与南部、北部旱状况涝存在空间差异.     

Drought assessment for the potential of precipitation enhancement in northern Greece

The paper is part of a series earlier studies in which the precipitation enhancement potential in central and northern Greece is assessed. A drought analysis is performed in this study. In particular, the Palmer Drought Severity Index (PDSI) is used for the quantitative estimation of droughts on a monthly basis. Emphasis is placed on drought identification and estimation as well as the severity and areal extent of the phenomenon. The results indicate that there are several drought periods which are common to all stations in central and northern Greece, characterized by significant severity and time duration. There are also a large number of drought periods during the summer months as well as during the winter months.With 7 Figures     

Combining the standardized precipitation index and climatic water deficit in characterizing droughts: a case study in Romania

This paper characterizes droughts in Romania using the approach of both the standardized precipitation index (SPI) and climatic water deficit (WD). The values of the main climatic factors (rainfall, temperature, reference evapotranspiration, etc.) were obtained from 192 weather stations in various regions of Romania. Penman–Monteith reference evapotranspiration (ET_o-PM) was used to calculate WD as the difference between precipitation (P) and ET_o-PM. SPI was calculated from precipitation values. There is a clear difference between drought and aridity. Drought occurrence determines higher WD values for plains and plateaus and lower climatic excess water (EW) values for high mountains in Romania, depending on the aridity of the specific region considered and drought severity. WD calculated as mean values for both normal conditions and, for all locations studied, various types of drought was correlated with mean annual precipitation and temperature, respectively. The combined approach of WD and SPI was mainly carried out for periods of 1 year, but such studies could also be done for shorter periods like months, quarters, or growing season. The most arid regions did not necessarily coincide with areas of the most severe drought, as there were no correlations between WD and SPI and no altitude-based SPI zones around the Carpathian Mountains, as is the case for other climate characteristics, soils and vegetation. Water resource problems arise where both SPI values characterize extremely droughty periods and WD values are greatly below ?200 mm/year. This combined use of SPI and WD characterizes the dryness of a region better than one factor alone and should be used for better management of water in agriculture in Romania and also other countries with similar climate characteristics.     

索马里越赤道气流与淮河流域夏季降水关系的年代际增强

基于1961~2016年淮河流域172个测站逐日降水资料,分析了淮河夏季降水的多时间尺度变率,发现其具有显著的准两年周期,1990年代以来亦呈现出明显的年代际变化。EOF分析结果显示,淮河夏季降水的异常主要表现为全流域一致偏多或偏少型（第一模态）,其方差贡献高达37%。相比于长江中下游地区,淮河夏季降水与东亚500 hPa位势高度场上的EAP遥相关型关系很弱,但和对流层低层西南水汽输送有更好的对应关系,表现为从索马里半岛至淮河流域的多个正负交替的相关波列。这一波列表明当索马里越赤道气流加强时,通过热带印度洋西风的纽带作用加强了进入淮河流域的西南暖湿气流,并在淮河上空低层形成水汽辐合,造成淮河多雨,反之当索马里越赤道气流强度弱时,淮河夏季降水偏少。索马里越赤道气流和中国台站降水的空间相关同样显示出最显著的相关区位于淮河流域。进一步的分析发现,研究时段内二者关系并非稳定维持,而是表现出显著的年代际变化,近二十年来索马里越赤道气流对淮河流域夏季降水的影响明显增强,且在季节预测上的指示意义也在增强。这一增强的可能原因是索马里越赤道气流与流域南侧的经向水汽输送和西侧的纬向水汽输送的关系均发生了年代际反转,并且这两条水汽输送带对流域夏季降水的影响发生了年代际增强。     

Changes of atmospheric water vapor budget in the Pearl River basin and possible implications for hydrological cycle

In this study, we thoroughly analyzed abrupt behaviors, trends, and periodicity properties of water vapor flux and moisture budget entering and exiting the four edges of the Pearl River basin based on the NCAR/NCEP reanalysis dataset by using the continuous wavelet transform and the simple two-phase linear regression technique. Possible implications for hydrological cycle and water resource management of these changes are also discussed. The results indicate that: (1) the water vapor propagating through the four edges of the Pearl River basin is decreasing, and it is particularly true for the changes of the water vapor flux exiting from the north edge of the study river basin. The transition point from increase to decrease occurs in the early 1960s; (2) The wavelet transform spectra indicate that the monthly water vapor flux through the north edge decreases and this decrease is mainly reflected by intermittent distribution of the wavelet power spectra after early 1980s. The periodicity properties of the water vapor flux through the north edge imply that the northward propagation of water vapor flux decreases after the 1980s; (3) close relations between water vapor flux, precipitation and streamflow implies that the altered hydrological cycle in the Pearl River basin is mainly manifested by seasonal shifts of water vapor flux after early 1960s. One of the direct consequences of these changes of water vapor flux is the seasonal transition of wet and dry conditions across the Pearl River basin. Regional responses of hydrological cycle to climate variation/change could be different from one river basin to another. Hydrological responses of the Pearl River basin to the global warming are mainly demonstrated by seasonal shifts of precipitation changes: winter comes to be wetter and summer tends to be dryer. The finding of the seasonal transition of precipitation in the Pearl River basin is of great scientific and practical merits in basin scale water resource management in the Pearl River basin under the changing climate and global warming in particular.     

Ranking Regional Drought Events in China for 1960--2009

The spatiotemporal variations of the site and regional droughts in China during 1960–2009 were analyzed by applying a daily composite-drought index (CDI) to 722 stations in mainland China. Droughts frequently happened in a zone extended from Southwest China to the Yellow River, North China, and the southwestern part of Northeast China, with two centers of high frequency in North China and Southwest China. In Southwest and South China, droughts tend to happen during the winter. In North China and along the Yellow River, droughts mainly occur during the winter and during May–June. During the past 50 years, the geographical distribution of site drought events showed high frequencies (0.9–1.3 times per year) in the upper Yellow River basin and North China, comparing with moderate frequencies (0.6–0.9 times per year) in Southwest China and the southwestern part of Northeast China and with lower frequencies over the middle and lower Yangtze River basin. And the frequencies increased over mainland China except for the upper reaches of the Yangtze River. A regional drought (RD) event is a widespread and persistent event that covers at least five adjacent sites and lasts for at least 10 days. There were 252 RD events in the past 50 years—five times per year. Most RD events lasted for <100 days and covered <100 stations, but the longest and largest RD event lasted for 307 days from 6 September 1998 to 9 July 1999 and covered 327 stations from North to Southwest China.     

Observed changes of drought/wetness episodes in the Pearl River basin, China, using the standardized precipitation index and aridity index

Monthly precipitation data of 42 rain stations over the Pearl River basin for 1960–2005 were analyzed to classify anomalously wet and dry conditions by using the standardized precipitation index (SPI) and aridity index (I) for the rainy season (April–September) and winter (December–February). Trends of the number of wet and dry months decided by SPI were detected with Mann-Kendall technique. Furthermore, we also investigated possible causes behind wet and dry variations by analyzing NCAR/NCEP reanalysis dataset. The results indicate that: (1) the Pearl River basin tends to be dryer in the rainy season and comes to be wetter in winter. However, different wetting and drying properties can be identified across the basin: west parts of the basin tend to be dryer; and southeast parts tend to be wetter; (2) the Pearl River basin is dominated by dry tendency in the rainy season and is further substantiated by aridity index (I) variations; and (3) water vapor flux, moisture content changes in the rainy season and winter indicate different influences of moisture changes on wet and dry conditions across the Pearl River basin. Increasing moisture content gives rise to an increasing number of wet months in winter. However, no fixed relationships can be observed between moisture content changes and number of wet months in the rainy season, indicating that more than one factor can influence the dry or wet conditions of the study region. The results of this paper will be helpful for basin-scale water resource management under the changing climate.     

Drought analysis in the Tons River Basin,India during 1969-2008

The primary focus of this study is the analysis of droughts in the Tons River Basin during the period 1969–2008. Precipitation data observed at four gauging stations are used to identify drought over the study area. The event of drought is derived from the standardized precipitation index (SPI) on a 3-month scale. Our results indicated that severe drought occurred in the Allahabad, Rewa, and Satna stations in the years 1973 and 1979. The droughts in this region had occurred mainly due to erratic behavior in monsoons, especially due to long breaks between monsoons. During the drought years, the deficiency of the annual rainfall in the analysis of annual rainfall departure had varied from ?26% in 1976 to ?60% in 1973 at Allahabad station in the basin. The maximum deficiency of annual and seasonal rainfall recorded in the basin is 60%. The maximum seasonal rainfall departure observed in the basin is in the order of ?60% at Allahabad station in 1973, while maximum annual rainfall departure had been recorded as ?60% during 1979 at the Satna station. Extreme dry events (z score <?2) were detected during July, August, and September. Moreover, severe dry events were observed in August, September, and October. The drought conditions in the Tons River Basin are dominantly driven by total rainfall throughout the period between June and November.     

Rainfall characterisation by application of standardised precipitation index (SPI) in Peninsular Malaysia

The interpretations of trend behaviour for dry and wet events are analysed in order to verify the dryness and wetness episodes. The fitting distribution of rainfall is computed to classify the dry and wet events by applying the standardised precipitation index (SPI). The rainfall amount for each station is categorised into seven categories, namely extremely wet, severely wet, moderately wet, near normal, moderately dry, severely dry and extremely dry. The computation of the SPI is based on the monsoon periods, which include the northeast monsoon, southwest monsoon and inter-monsoon. The trends of the dry and wet periods were then detected using the Mann–Kendall trend test and the results indicate that the major parts of Peninsular Malaysia are characterised by increasing droughts rather than wet events. The annual trends of drought and wet events of the randomly selected stations from each region also yield similar results. Hence, the northwest and southwest regions are predicted to have a higher probability of drought occurrence during a dry event and not much rain during the wet event. The east and west regions, on the other hand, are going through a significant upward trend that implies lower rainfall during the drought episodes and heavy rainfall during the wet events.     

Dry spells in the River Plata Basin: an approximation of the diagnosis of droughts using daily data

This study addresses the dry spells observed in the La Plata Basin using daily data from 94 observation stations during sampling periods from 1900 to 2005. Dry days were defined as having less than 0.3?mm of accumulated precipitation. This definition allowed for the assessment of the dryness in the La Plata Basin and a comparison with other regions. The main purpose of this study was to analyse dry spells, especially extreme cases (meteorological droughts), and assess them on a daily basis. Trends and low frequency of droughts were analysed using a general framework to detect and compare properties of dry states based on daily and annual time scales. The trends were estimated using two different methods. Overall, the trends showed a decrease, especially in the eastern basin region during the period of 1972?C1996. The results showed sporadic decreases in dry events and events of extreme dryness (droughts). Spectral structure permits an inference of low-frequency maxima and confirmed an inter-annual 2- to 3-year period of variability in drought occurrence for most of the basin. Furthermore, probabilistic distribution functions of dry spells at basin stations were analysed to confirm that they followed a geometric?Cbinomial distribution. Additional tests were used to determine whether there was a second threshold, using the Weibull and gamma adjustment models. In order to study spatial homogeneity, the field of dry spell maxima in the basin was generated using a vector array based on the occurrence date and length of the maximum spell. Due to the dependence of spell length on the annual cycle, the longest spells were observed from April to the beginning of winter in the Argentine northwest region and in the northern and western regions of the basin. The intensity of droughts decreased in the Pampas and Mesopotamia regions. The drought of 1988 was considered to be the longest dry spell in the basin. The water deficits from this drought resulted in Argentinean economic losses of more than four billion US dollars during 1988.     

近年来黄河下游断流的干旱背景分析

近年来黄河下游连年断流 ,引起社会的极大关注。文中根据全国 1 60个基本气象测站近47a的月降水量资料 ,应用旋转主分量分析等统计分析方法 ,分析了黄河流域平均降水量的年际变化 ,比较了全国各区域降水量异常及其累积程度 ,还与历史上著名的大旱灾荒和黄河下游断流事件作了对比分析。结果表明 ,近 2 0 a来 ,黄河流域尤其黄河下游山东省及其附近地区 ,遭遇到数百年一遇的气候上连续干旱阶段 ,近 1 0 a来累计少降的雨水总量 ,相当于黄河 4 a的径流量。黄河下游近 2 0 a里集中发生了 1 5 a明显的干旱年份 ,其中 5 a大旱 ,1 0 a干旱。其干旱的累积程度不仅是全国最严重的地区 ,而且超过了历史上著名的“崇贞大旱”(1 640年 )和 1 372年的大旱及黄河下游断流事件     

An assessment of Canadian prairie drought: past, present, and future

Within Canada, the Canadian Prairies are particularly drought-prone mainly due to their location in the lee of the western cordillera and distance from large moisture sources. Although previous studies examined the occurrence of Canadian Prairie droughts during instrumental, pre-instrumental and to a lesser extent, future periods, none have specifically focused on all time three scales. Using two different drought indicators, namely the Palmer Drought Severity Index (PDSI) and Standardized Precipitation Index (SPI), this investigation assesses the variability of summer drought duration and intensity over a core region of the Prairies during (a) the pre-instrumental record extending back several centuries (inferred from tree rings), (b) the instrumental record (1901–2005), and (c) the twenty-first century using statistically downscaled climate variables from several Atmosphere–Ocean Global climate models with multiple emission scenarios. Results reveal that observed twentieth century droughts were relatively mild when compared to pre-settlement on the Prairies, but these periods are likely to return (and even worsen) in the future due to the anticipated warming during the course of the twenty-first century. However, future drought projections are distinctly different between the two indices. All PDSI-related model runs show greater drought frequency and severity mainly due to increasing temperatures. Conversely, the precipitation-based SPI indicates no significant changes to future summer drought frequency although there tends to be a higher persistence of multi-year droughts in central and southern portions of Canadian Prairies. These findings therefore stress the importance of considering anticipated warming trends when assessing future regional-scale drought, especially given the uncertainties and lack of consistency in future precipitation signals among climate models. This study can be considered an initial step toward quantifying and understanding Canadian Prairie drought occurrence and severity over several centuries as determined from paleo, instrumental, and climate model data sources.     

The changing pattern of droughts in the Lancang River Basin during 1960–2005

Drought is one of the most costly natural disasters in the world. Understanding the drought characteristics in space and time will help deepen our apprehension of the drought formation and evolution mechanisms. It can also contribute to design monitoring system for drought warning and mitigation. In this study, we analyzed meteorological droughts, using the Standardized Precipitation Index, for Lancang River Basin, Southwest China. The 46-year (1960–2005) daily precipitation observations from 35 meteorological stations in the basin were used to derive the drought index. Spatial patterns and temporal patterns of the drought characteristics at multiple scales were investigated. The results utilizing the Principal Component Analysis and K-means clustering methods suggest that the study area can be divided into four sub-regions geographically with each sub-region having its own distinctive temporal evolution patterns of droughts. The temporal variability of droughts was investigated using the Empirical Mode Decomposition (EMD) analysis and the wavelet method. The EMD analysis showed that more than 60 % of the variance of the drought is associated with intra-decadal fluctuations in precipitation, except for one sub region, represented by the Changdu station. The wavelet transform showed an evolution of the main cycle near 3–7 years for most parts of the study area.     

Simulation of extreme precipitation over the Yangtze River Basin using Wakeby distribution

Based on the daily observational precipitation data at 147 stations in the Yangtze River Basin during 1960–2005 and projected daily data of 79 grid cells from the ECHAM5/ MPI-OM model in the 20th and 21st century, time series of precipitation extremes which contain AM (Annual Maximum) and MI (Munger Index) are constructed. The distribution feature of precipitation extremes is analyzed based on the two index series. Three principal results were obtained, as stated in the sequel. (i) In the past half century, the intensity of extreme heavy precipitation and drought events was higher in the mid-lower Yangtze than in the upper Yangtze reaches. Although the ECHAM5 model still can’t capture the precipitation extremes over the Yangtze River Basin satisfactorily, spatial pattern of the observed and the simulated precipitation extremes are much similar to each other. (ii) For quantifying the characteristics of extremely high and extremely low precipitation over the Yangtze River Basin, four probability distributions are used, namely: General Extreme Value (GEV), General Pareto (GPA), General Logistic (GLO), and Wakeby (WAK). It was found that WAK can adequately describe the probability distribution of precipitation extremes calculated from both observational and projected data. (iii) Return period of precipitation extremes show spatially different changes under three greenhouse gas emission scenarios. The 50-year heavy precipitation and drought events from simulated data during 1951–2000 will become more frequent, with return period below 25 years, for the most mid-lower Yangtze region in 2001–2050. The changing character of return periods of precipitation extremes should be taken into account for the hydrological design and future water resources management.     

东津河流域暴雨洪涝灾害风险区划

本文从暴雨致灾机理出发,以东津河流域为例,开展中小河流域暴雨洪涝灾害风险区划技术研究。根据气象资料、水文资料、地理信息资料、社会经济统计资料以及历史灾情资料等,运用TOPMODEL水文模型并结合统计法确定致洪临界面雨量,利用逐步回归法重建区域站资料序列,基于广义极值分布函数计算出不同重现期的致洪面雨量,根据流域内小时降水雨型分布,将不同重现期致洪面雨量以及叠加堤坝信息的DEM、manning系数等数据代人Flood Area模型进行洪水淹没模拟,得到不同重现期下洪水淹没图,再叠加流域内栅格化的人口、GDP以及土地利用信息,最终得到不同重现期下人口、GDP以及土地利用等风险区划图谱。建立的中小河流域暴雨洪涝灾害风险区划技术方法简便可行,区划结果精度高、实用性强,对于面向实时防灾减灾的动态灾害风险管理具有重要意义。